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Challenges in Applying Machine Learning Models for Hydrological Inference: A Case Study for Flooding Events Across Germany 期刊论文
WATER RESOURCES RESEARCH, 2020, 56 (5)
作者:  Schmidt, Lennart;  Hesse, Falk;  Attinger, Sabine;  Kumar, Rohini
收藏  |  浏览/下载:7/0  |  提交时间:2020/05/13
machine learning  inference  floods  
Algal photophysiology drives darkening and melt of the Greenland Ice Sheet 期刊论文
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2020, 117 (11) : 5694-5705
作者:  Williamson, Christopher J.;  Cook, Joseph;  Tedstone, Andrew;  Yallop, Marian;  McCutcheon, Jenine;  Poniecka, Ewa;  Campbell, Douglas;  Irvine-Fynn, Tristram;  McQuaid, James;  Tranter, Martyn;  Perkins, Rupert;  Anesio, Alexandre
收藏  |  浏览/下载:6/0  |  提交时间:2020/05/13
Greenland Ice Sheet  glacier algae  photophysiology  melt  cryosphere  
Rain and small earthquakes maintain a slow-moving landslide in a persistent critical state 期刊论文
NATURE COMMUNICATIONS, 2020, 11 (1)
作者:  Bontemps, Noelie;  Lacroix, Pascal;  Larose, Eric;  Jara, Jorge;  Taipe, Edu
收藏  |  浏览/下载:7/0  |  提交时间:2020/05/13
Robust and persistent reactivation of SIV and HIV by N-803 and depletion of CD8(+) cells 期刊论文
NATURE, 2020, 578 (7793) : 154-+
作者:  Diaz-Cuadros, Margarete;  Wagner, Daniel E.;  Budjan, Christoph;  Hubaud, Alexis;  Tarazona, Oscar A.;  Donelly, Sophia;  Michaut, Arthur;  Al Tanoury, Ziad;  Yoshioka-Kobayashi, Kumiko;  Niino, Yusuke;  Kageyama, Ryoichiro;  Miyawaki, Atsushi;  Touboul, Jonathan;  Pourquie, Olivier
收藏  |  浏览/下载:33/0  |  提交时间:2020/07/03

Human immunodeficiency virus (HIV) persists indefinitely in individuals with HIV who receive antiretroviral therapy (ART) owing to a reservoir of latently infected cells that contain replication-competent virus(1-4). Here, to better understand the mechanisms responsible for latency persistence and reversal, we used the interleukin-15 superagonist N-803 in conjunction with the depletion of CD8(+) lymphocytes in ART-treated macaques infected with simian immunodeficiency virus (SIV). Although N-803 alone did not reactivate virus production, its administration after the depletion of CD8(+) lymphocytes in conjunction with ART treatment induced robust and persistent reactivation of the virus in vivo. We found viraemia of more than 60 copies per ml in all macaques (n = 14  100%) and in 41 out of a total of 56 samples (73.2%) that were collected each week after N-803 administration. Notably, concordant results were obtained in ART-treated HIV-infected humanized mice. In addition, we observed that co-culture with CD8(+) T cells blocked the in vitro latency-reversing effect of N-803 on primary human CD4(+) T cells that were latently infected with HIV. These results advance our understanding of the mechanisms responsible for latency reversal and lentivirus reactivation during ART-suppressed infection.


The interleukin-15 superagonist N-803, combined with the depletion of CD8(+) lymphocytes, induced a robust and persistent reactivation of the virus in vivo in both antiretroviral-therapy-treated SIV-infected macaques and HIV-infected humanized mice.


  
Gap-filling approaches for eddy covariance methane fluxes: A comparison of three machine learning algorithms and a traditional method with principal component analysis 期刊论文
GLOBAL CHANGE BIOLOGY, 2019
作者:  Kim, Yeonuk;  Johnson, Mark S.;  Knox, Sara H.;  Black, T. Andrew;  Dalmagro, Higo J.;  Kang, Minseok;  Kim, Joon;  Baldocchi, Dennis
收藏  |  浏览/下载:16/0  |  提交时间:2019/11/27
artificial neural network  comparison of gap-filling techniques  eddy covariance  machine learning  marginal distribution sampling  methane flux  random forest  support vector machine  
Per- and Polyfluoroalkyl Substance Plasma Concentrations and Bone Mineral Density in Midchildhood: A Cross-Sectional Study (Project Viva, United States) 期刊论文
ENVIRONMENTAL HEALTH PERSPECTIVES, 2019, 127 (8)
作者:  Cluett, Rachel;  Seshasayee, Shravanthi M.;  Rokoff, Lisa B.;  Rifas-Shiman, Sheryl L.;  Ye, Xiaoyun;  Calafat, Antonia M.;  Gold, Diane R.;  Coull, Brent;  Gordon, Catherine M.;  Rosen, Clifford J.;  Oken, Emily;  Sagiv, Sharon K.;  Fleisch, Abby F.
收藏  |  浏览/下载:11/0  |  提交时间:2019/11/27
Partitioning Dynamics of Gravity-Driven Unsaturated Flow Through Simple T-Shaped Fracture Intersections 期刊论文
WATER RESOURCES RESEARCH, 2019, 55 (8) : 7130-7142
作者:  Yang, Zhibing;  Xue, Song;  Zheng, Xiaokang;  Chen, Yi-Feng
收藏  |  浏览/下载:5/0  |  提交时间:2019/11/27
Measuring macromolecular size distributions and interactions at high concentrations by sedimentation velocity 期刊论文
NATURE COMMUNICATIONS, 2018, 9
作者:  Chaturvedi, Sumit K.;  Ma, Jia;  Brown, Patrick H.;  Zhao, Huaying;  Schuck, P.
收藏  |  浏览/下载:4/0  |  提交时间:2019/11/27
Comparison of Bisphenol A and Bisphenol S Percutaneous Absorption and Biotransformation 期刊论文
ENVIRONMENTAL HEALTH PERSPECTIVES, 2019, 127 (6)
作者:  Liu, Jiaying;  Martinz, Jonathan W.
收藏  |  浏览/下载:2/0  |  提交时间:2019/11/26
Human-sized magnetic particle imaging for brain applications 期刊论文
NATURE COMMUNICATIONS, 2019, 10
作者:  Graeser, M.;  Thieben, F.;  Szwargulski, P.;  Werner, F.;  Gdaniec, N.;  Boberg, M.;  Griese, F.;  Moeddel, M.;  Ludewig, P.;  van de Ven, D.;  Weber, O. M.;  Woywode, O.;  Gleich, B.;  Knopp, T.
收藏  |  浏览/下载:6/0  |  提交时间:2019/11/27